Abstract
This chapter reviews recent technical developments in the field of single-cell electrical property characterization. Firstly, three well-established characterization approaches including patch clamping, electrorotation, and dielectrophoresis are discussed and compared. Then, key developments of impedance flow cytometry, which are capable of high-throughput quantifying single-cell electrical properties, are presented. In addition, key cellular electrical properties quantified by these techniques are summarized and discussed. In the end, future research opportunities with technical innovations are indicated.
Hongyan Liang, Huiwen Tan, and Deyong Chen are Co-First Authors
References
Adams TNG, Turner PA, Janorkar AV, Zhao F, Minerick AR (2014) Characterizing the dielectric properties of human mesenchymal stem cells and the effects of charged elastin-like polypeptide copolymer treatment. Biomicrofluidics 8(5):054109
Archer S, Morgan H, Rixon FJ (1999) Electrorotation studies of baby hamster kidney fibroblasts infected with herpes simplex virus type 1. Biophys J 76(5):2833–2842
Arnold WM, Zimmermann U (1982) Rotating-field-induced rotation and measurement of the membrane capacitance of single mesophyll cells of Avena sativa. Zeitschrift Fur Naturforschung C J Biosci 37(10):908–915
Arnold WM, Zimmermann U (1988) Electro-rotation: development of a technique for dielectric measurements on individual cells and particles. J Electrost 21(2–3):151–191
Arnold WM, Wendt B, Zimmermann U, Korenstein R (1985) Rotation of a single swollen thylakoid vesicle in a rotating electric field. Electrical properties of the photosynthetic membrane and their modification by ionophores, lipophilic ions and pH. Biochim Biophys Acta Biomembr 813(1):117–131
Arnold WM et al (1987) Electrorotation of mouse oocytes – single-cell measurements of zone-intact and zone-free cells and of the isolated zona-pellucida. Biochim Biophys Acta 905(2):454–464
Asami K, Yamaguchi T (1993) Dielectric spectroscopy of plant protoplasts. Biophys J 63(6):1493–1499
Bahrieh G, Erdem M, Ozgur E, Gunduz U, Kulah H (2014) Assessment of effects of multi drug resistance on dielectric properties of K562 leukemic cells using electrorotation. RSC Adv 4(85):44879–44887
Becker FF, Wang XB, Huang Y, Pethig R, Vykoukal J, Gascoyne PR (1995) Separation of human breast cancer cells from blood by differential dielectric affinity. Proc Natl Acad Sci U S A 92(3):860–864
Berardi V, Aiello C, Bonincontro A, Risuleo G (2009) Alterations of the plasma membrane caused by murine polyomavirus proliferation: an electrorotation study. J Membr Biol 229(1):19
Broche LM, Labeed FH, Hughes MP (2005) Extraction of dielectric properties of multiple populations from dielectrophoretic collection spectrum data. Phys Med Biol 50(10):2267–2274
Broche LM, Bhadal N, Lewis MP, Porter S, Hughes MP, Labeed FH (2007) Early detection of oral cancer – is dielectrophoresis the answer. Oral Oncol 43(2):199–203
Castellarnau M, Errachid A, Madrid C, Juarez A, Samitier J (2006) Dielectrophoresis as a tool to characterize and differentiate isogenic mutants of Escherichia coli. Biophys J 91(10):3937–3945
Chen P, Gillis KD (2000) The noise of membrane capacitance measurements in the whole-cell recording configuration. Biophys J 79(4):2162–2170
Chen J, Xue C, Zhao Y, Chen D, Wu MH, Wang J (2015) Microfluidic impedance flow cytometry enabling high-throughput single-cell electrical property characterization. Int J Mol Sci 16(5):9804–9830
Cheung KC (2010) Microfluidic impedance-based flow cytometry. Cytometry A 77(7):648–666
Cheung K, Gawad S, Renaud P (2005) Impedance spectroscopy flow cytometry: on-chip label-free cell differentiation. Cytometry A 65A(2):124–132
Chin S, Hughes MP, Coley HM, Labeed FH (2006) Rapid assessment of early biophysical changes in K562 cells during apoptosis determined using dielectrophoresis. Int J Nanomedicine 1(3):333–337
Chiu T-K et al (2017) A low-sample-loss microfluidic system for the quantification of size-independent cellular electrical property – its demonstration for the identification and characterization of circulating tumour cells (CTCs). Sensors Actuators B Chem 246(Suppl C):29–37
Cole KS (1928a) Electric impedance of suspensions of spheres. J Gen Physiol 12(1):29–36
Cole KS (1928b) Electric impedance of suspensions of arbacia eggs. J Gen Physiol 12(1):37–54
Cole KS (1932) Electric phase angle of cell membranes. J Gen Physiol 15(6):641–649
Cole KS, Curtis HJ (1938) Electric impedance of single marine eggs. J Gen Physiol 21(5):591
Coley HM, Labeed FH, Thomas H, Hughes MP (2007) Biophysical characterization of MDR breast cancer cell lines reveals the cytoplasm is critical in determining drug sensitivity. Biochim Biophys Acta 1770(4):601–608
Cristofanilli M, De GG, Zhang L, Hung MC, Gascoyne PR, Hortobagyi GN (2002) Automated electrorotation to reveal dielectric variations related to HER-2/neu overexpression in MCF-7 sublines. Clin Cancer Res 8(2):615–619
Curtis HJ, Cole KS (1937) Transverse electric impedance of nitella. J Gen Physiol 21(2):189–201
Dalton C, Goater AD, Pethig R, Smith HV (2001) Viability of giardia intestinalis cysts and viability and sporulation state of cyclospora cayetanensis oocysts determined by electrorotation. Appl Environ Microbiol 67(2):586–590
De Gasperis G, Wang XB, Yang J, Becker FF, Gascoyne PRC (1998) Automated electrorotation: dielectric characterization of living cells by real-time motion estimation. Meas Sci Technol 9(3):518–529
Debus K, Hartmann J, Kilic G, Lindau M (1996) Influence of conductance changes on patch clamp capacitance measurements using a lock-in amplifier and limitations of the phase tracking technique. Biophys J 69(6):2808–2822
Deng Y-L, Kuo M-Y, Juang Y-J (2014) Development of flow through dielectrophoresis microfluidic chips for biofuel production: sorting and detection of microalgae with different lipid contents. Biomicrofluidics 8(6):064120
Donath E, Egger M, Pastushenko VP (1990) Dielectric behavior of the anion-exchange protein of human red blood cells: theoretical analysis and comparison to electrorotation data. J Electroanal Chem Interfacial Electrochem 23(3):337–360
Donnelly DF (1994) A novel method for rapid measurement of membrane resistance, capacitance, and access resistance. Biophys J 66(1):873–877
Du E, Ha S, Diez-Silva M, Dao M, Suresh S, Chandrakasan AP (2013) Electric impedance microflow cytometry for characterization of cell disease states. Lab Chip 13(19):3903–3909
Duncan L, Shelmerdine H, Hughes MP, Coley HM, Hubner Y, Labeed FH (2008) Dielectrophoretic analysis of changes in cytoplasmic ion levels due to ion channel blocker action reveals underlying differences between drug-sensitive and multidrug-resistant leukaemic cells. Phys Med Biol 53(2):N1–N7
Egger M, Donath E, Ziemer S, Glaser R (1986) Electrorotation – a new method for investigating membrane events during thrombocyte activation. Influence of drugs and osmotic pressure. Biochim Biophys Acta 861(1):122
Egger M, Donath E, Spangenberg P, Bimmler M, Glaser R, Till U (1988) Human platelet electrorotation change induced by activation: inducer specificity and correlation to serotonin release. Biochim Biophys Acta 972(3):265–276
Fernandez JM, Neher E, Gomperts BD (1984) Capacitance measurements reveal stepwise fusion events in degranulating mast cells. Nature 312(5993):453–455
Franz D, Olsen HL, Klink O, Gimsa J (2017) Automated and manual patch clamp data of human induced pluripotent stem cell-derived dopaminergic neurons. Sci Data 4:170056
Fricke H (1924a) A mathematical treatment of the electrical conductivity of colloids and cell suspensions. J Gen Physiol 6(4):375–384
Fricke H (1924b) A mathematical treatment of the electric conductivity and capacity of disperse systems I. the electric conductivity of a suspension of homogeneous spheroids. Phys Rev 24(5):575–587
Fricke H (1925a) A mathematical treatment of the electric conductivity and capacity of disperse systems II. The capacity of a suspension of conducting spheroids surrounded by a non-conducting membrane for a current of low frequency. Phys Rev 26(5):678–681
Fricke H (1925b) The electric capacity of suspensions of red corpuscles of a dog. Phys Rev 26(5):682–687
Fricke H (1925c) The electric capacity of suspensions with special reference to blood. J Gen Physiol 9(2):137–152
Fricke H, Morse S (1925) The electric resistance and capacity of blood for frequencies between 800 and 4(1/2) million cycles. J Gen Physiol 9(2):153–167
Fuhr G, Kuzmin PI (1986) Behavior of cells in rotating electric fields with account to surface charges and cell structures. Biophys J 50(50):789–795
Fuhr G, Glaser R, Hagedorn R (1986) Rotation of dielectrics in a rotating electric high-frequency field – model experiments and theoretical explanation of the rotation effect of living cells. Biophys J 49(2):395–402
Gawad S, Schild L, Renaud P (2001) Micromachined impedance spectroscopy flow cytometer for cell analysis and particle sizing. Lab Chip 1(1):76–82
Gawad S, Cheung K, Seger U, Bertsch A, Renaud P (2004) Dielectric spectroscopy in a micromachined flow cytometer: theoretical and practical considerations. Lab Chip 4(3):241–251
Geier BM, Wendt B, Arnold WM, Zimmermann U (1987) The effect of mercuric-salts on the electrorotation of yeast-cells and comparison with a theoretical-model. Biochim Biophys Acta 900(1):45–55
Gentet LJ, Stuart GJ, Clements JD (2000) Direct measurement of specific membrane capacitance in neurons. Biophys J 79(1):314–320
Georgiewa R, Donath E, Gimsa J, Löwe U, Glaser R (1989) Ac-field-induced KCl leakage from human red cells at low ionic strengths: implications for electrorotation measurements. Bioelectrochem Bioenerg 22(3):255–270
Gimsa J (2001) A comprehensive approach to electro-orientation, electrodeformation, dielectrophoresis, and electrorotation of ellipsoidal particles and biological cells. Bioelectrochemistry 54(1):23–31
Gimsa J, Marszalek P, Loewe U, Tsong TY (1991) Dielectrophoresis and electrorotation of neurospora slime and murine myeloma cells. Biophys J 60(4):749–760
Gimsa J, Müller T, Schnelle T, Fuhr G (1996) Dielectric spectroscopy of single human erythrocytes at physiological ionic strength: dispersion of the cytoplasm. Biophys J 71(1):495
Goater AD, Pethig R (1998) Electrorotation and dielectrophoresis. Parasitology 117(Suppl):S177–S189
Golowasch J (2009) Membrane capacitance measurements revisited: dependence of capacitance value on measurement method in nonisopotential neurons. J Neurophysiol 102(4):2161–2175
Graf J, Rupnik M, Zupancic G, Zorec R (1995) Osmotic swelling of hepatocytes increases membrane conductance but not membrane capacitance. Biophys J 68(4):1359–1363
Graham KA et al (2015) A dielectrophoretic method of discrimination between normal oral epithelium, and oral and oropharyngeal cancer in a clinical setting. Analyst 140(15):5198–5204
Guofeng Q, Wei W, Wei D, Fan Z, Sinclair AJ, Chatwin CR (2012) Bioimpedance analysis for the characterization of breast cancer cells in suspension. IEEE Trans Biomed Eng 59(8):2321–2329
Han X, van Berkel C, Gwyer J, Capretto L, Morgan H (2012) Microfluidic lysis of human blood for leukocyte analysis using single cell impedance cytometry. Anal Chem 84(2):1070–1075
Henslee EA et al (2016) Accurate quantification of apoptosis progression and toxicity using a dielectrophoretic approach. Analyst 141(23):6408–6415
Hoffman RA, Britt WB (1979) Flow-system measurement of cell impedance properties. J Histochem Cytochem 27(1):234
Hoffman RA, Johnson TS, Britt WB (1981) Flow cytometric electronic direct current volume and radiofrequency impedance measurements of single cells and particles. Cytometry 1(6):377–384
Holmes D, Morgan H (2010) Single cell impedance cytometry for identification and counting of CD4 T-cells in human blood using impedance labels. Anal Chem 82(4):1455–1461
Holmes D et al (2009) Leukocyte analysis and differentiation using high speed microfluidic single cell impedance cytometry. Lab Chip 9(20):2881–2889
Holzapfel C, Vienken J, Zimmermann U (1982) Rotation of cells in an alternating electric field theory and experimental proof. J Membr Biol 67(1):13–26
Holzel R (1997) Electrorotation of single yeast cells at frequencies between 100 Hz and 1.6 GHz. Biophys J 73(2):1103–1109
Holzel R (1999) Non-invasive determination of bacterial single cell properties by electrorotation. BBA-Mol Cell Res 1450(1):53–60
Hu X, Arnold WM, Zimmermann U (1990) Alterations in the electrical properties of T and B lymphocyte membranes induced by mitogenic stimulation. Activation monitored by electro-rotation of single cells. Biochim Biophys Acta Biomembr 1021(2):191–200
Huang Y, Wang XB, Tame JA, Pethig R (1993) Electrokinetic behaviour of colloidal particles in travelling electric fields: studies using yeast cells. J Phys D Appl Phys 26(9):1528
Hughes MP (1998a) Computer-aided analysis of conditions for optimizing practical electrorotation. Phys Med Biol 43(12):3639–3648
Hughes MP (1998b) Computer-aided analyses of electric fields used in electrorotation studies. J Phys D Appl Phys 27(7):1564
Hughes MP, Wang XB, Becker FF, Gascoyne PRC, Pethig R (1994) Computer-aided analyses of electric-fields used in electrorotation studies. J Phys D Appl Phys 27(7):1564–1570
Ismail A, Hughes MP, Mulhall HJ, Oreffo RO, Labeed FH (2015) Characterization of human skeletal stem and bone cell populations using dielectrophoresis. J Tissue Eng Regen Med 9(2):162–168
Johnson SL, Thomas MV, Kros CJ (2002) Membrane capacitance measurement using patch clamp with integrated self-balancing lock-in amplifier. Pflugers Arch - Eur J Physiol 443(4):653–663
Joshi C, Fernandez JM (1988) Capacitance measurements. An analysis of the phase detector technique used to study exocytosis and endocytosis. Biophys J 53(6):885–892
Kakutani T, Shibatani S, Senda M (1993) Electrorotation of barley mesophyll protoplasts. Bioelectrochem Bioenerg 31(1):85–97
Kaler KV, Jones TB (1990) Dielectrophoretic spectra of single cells determined by feedback-controlled levitation. Biophys J 57(2):173–182
Kiesel M et al (1999) Swelling-activated pathways in human T-lymphocytes studied by cell volumetry and electrorotation. Biophys J 76(5):2833–2842
Kodandaramaiah SB, Franzesi GT, Chow BY, Boyden ES, Forest CR (2012) Automated whole-cell patch-clamp electrophysiology of neurons in vivo. Nat Methods 9(6):585–587
Kriegmaier M, Zimmermann M, Wolf K, Zimmermann U, Sukhorukov VL (2001) Dielectric spectroscopy of schizosaccharomyces pombe using electrorotation and electroorientation. Biochim Biophys Acta Gen Subj 1568(2):135–146
Kürschner M, Nielsen K, von Langen JR, Schenk WA, Zimmermann U, Sukhorukov VL (2000) Effect of fluorine substitution on the interaction of lipophilic ions with the plasma membrane of mammalian cells. Biophys J 79(3):1490
Labeed FH, Coley HM, Thomas H, Hughes MP (2003) Assessment of multidrug resistance reversal using dielectrophoresis and flow cytometry. Biophys J 85(3):2028–2034
Labeed FH, Coley HM, Hughes MP (2006) Differences in the biophysical properties of membrane and cytoplasm of apoptotic cells revealed using dielectrophoresis. Biochim Biophys Acta 1760(6):922–929
Labeed FH et al (2011) Biophysical characteristics reveal neural stem cell differentiation potential. PLoS One 6(9):e25458
Lannin T et al (2016) Automated electrorotation shows electrokinetic separation of pancreatic cancer cells is robust to acquired chemotherapy resistance, serum starvation, and EMT. Biomicrofluidics 10(6):064109
Liang X, Graham KA, Johannessen AC, Costea DE, Labeed FH (2014) Human oral cancer cells with increasing tumorigenic abilities exhibit higher effective membrane capacitance. Integr Biol 6(5):545–554
Liang W, Zhang K, Yang X, Liu L, Yu H, Zhang W (2015) Distinctive translational and self-rotational motion of lymphoma cells in an optically induced non-rotational alternating current electric field. Biomicrofluidics 9(1):014121
Liang W, Zhao Y, Liu L, Wang Y, Li WJ, Lee GB (2017) Determination of cell membrane capacitance and conductance via optically induced electrokinetics. Biophys J 113(7):1531–1539
Lindau M, Neher E (1988) Patch-clamp technique for time-resolved capacitance measurements in single cells. Pflugers Arch - Eur J Physiol 411(2):137–146
Lovelace RVE, Stout DG, Steponkus PL (1984) Protoplast rotation in a rotating electric field: the influence of cold acclimation. J Membr Biol 82(2):157–166
Meissner R, Joris P, Eker B, Bertsch A, Renaud P (2012) A microfluidic-based frequency-multiplexing impedance sensor (FMIS). Lab Chip 12(15):2712–2718
Memmel S et al (2014) Cell surface area and membrane folding in glioblastoma cell lines differing in PTEN and p53 status. PLoS One 9(1):e87052
Mernier G, Piacentini N, Tornay R, Buffi N, Renaud P (2011) Cell viability assessment by flow cytometry using yeast as cell model. Sensors Actuators B Chem 154(2):160–163
Mernier G, Hasenkamp W, Piacentini N, Renaud P (2012) Multiple-frequency impedance measurements in continuous flow for automated evaluation of yeast cell lysis. Sensors Actuators B Chem 170:2–6
Mietchen D, Schnelle T, Mller T, Hagedorn R, Fuhr G (2002) Automated dielectric single cell spectroscopy – temperature dependence of electrorotation. J Phys D Appl Phys 35(35):1258–1270
Morgan H, Sun T, Holmes D, Gawad S, Green NG (2007) Single cell dielectric spectroscopy. J Phys D Appl Phys 40(1):61–70
Mulhall HJ, Labeed FH, Kazmi B, Costea DE, Hughes MP, Lewis MP (2011) Cancer, pre-cancer and normal oral cells distinguished by dielectrophoresis. Anal Bioanal Chem 401(8):2455–2463
Mulhall HJ, Cardnell A, Hoettges KF, Labeed FH, Hughes MP (2015) Apoptosis progression studied using parallel dielectrophoresis electrophysiological analysis and flow cytometry. Integr Biol 7(11):1396–1401
Neef A, Heinemann C, Moser T (2007) Measurements of membrane patch capacitance using a software-based lock-in system. Pflugers Arch - Eur J Physiol 454(2):335–344
Neher E, Marty A (1982) Discrete changes of cell membrane capacitance observed under conditions of enhanced secretion in bovine adrenal chromaffin cells. Proc Natl Acad Sci 79(21):6712–6716
Novak P, Zahradnik I (2006) Q-method for high-resolution, whole-cell patch-clamp impedance measurements using square wave stimulation. Ann Biomed Eng 34(7):1201–1212
O’Shaughnessy TJ, Kim YI (1995) A computer-based system for the measurement of membrane capacitance to monitor exocytosis in secretory cells. J Neurosci Methods 57(1):1–8
Pethig R, Talary MS (2007) Dielectrophoretic detection of membrane morphology changes in Jurkat T-cells undergoing etoposide-induced apoptosis. IET Nanobiotechnol 1(1):2–9
Pilwat G, Zimmermann U (1983) Rotation of a single cell in a discontinuous rotating electric field. Bioelectrochem Bioenerg 10(1):155–162
Reuss OR et al (2002) Interaction of fluorinated lipophilic ions with the plasma membrane of mammalian cells studied by electrorotation and dielectrophoresis. J Electrost 56(4):419–434
Rituper B (2013) High-resolution membrane capacitance measurements for the study of exocytosis and endocytosis. Nat Protoc 8(6):1169–1183
Rohlicek V, Schmid A (1994) Dual-frequency method for synchronous measurement of cell capacitance, membrane conductance and access resistance on single cells. Pflugers Arch - Eur J Physiol 428(1):30–38
Saboktakin Rizi B, Braasch K, Salimi E, Butler M, Bridges GE, Thomson DJ (2014) Monitoring the dielectric response of single cells following mitochondrial adenosine triphosphate synthase inhibition by oligomycin using a dielectrophoretic cytometer. Biomicrofluidics 8(6):064114
Sakaba T, Hazama A, Maruyama Y (2012) Patch-clamp capacitance measurements. In: Patch clamp techniques: from beginning to advanced protocols. Springer, Tokyo, pp 277–286
Sancho M, Martinez G, Munoz S, Sebastian JL, Pethig R (2010) Interaction between cells in dielectrophoresis and electrorotation experiments. Biomicrofluidics 4(2):022802
Schwan HP (1957) Electrical properties of tissue and cell suspensions. Adv Biol Med Phys 5:147–209
Schwan HP (1968) Electrode polarization impedance and measurements in biological materials. Ann N Y Acad Sci 148(1):191–209
Shaker M, Colella L, Caselli F, Bisegna P, Renaud P (2014) An impedance-based flow microcytometer for single cell morphology discrimination. Lab Chip 2014(14):2548–2555
Song H et al (2013) A microfluidic impedance flow cytometer for identification of differentiation state of stem cells. Lab Chip 13(12):2300–2310
Sudsiri J, Wachner D, Gimsa J (2007) On the temperature dependence of the dielectric membrane properties of human red blood cells. Bioelectrochemistry 70(1):134–140
Sukhorukov VL, Zimmermann U (1996) Electrorotation of erythrocytes treated with dipicrylamine: mobile charges within the membrane show their “signature” in rotational spectra. J Membr Biol 153(2):161–169
Sukhorukov VL, Benkert R, Obermeyer G, Bentrup F, Zimmermann U (1998) Electrorotation of isolated generative and vegetative cells, and of intact pollen grains of Lilium longiflorum. J Membr Biol 161(1):21
Taruvai Kalyana Kumar R, Liu S, Minna JD, Prasad S (2016) Monitoring drug induced apoptosis and treatment sensitivity in non-small cell lung carcinoma using dielectrophoresis. Biochim Biophys Acta 1860(9):1877–1883
Vahey MD, Voldman J (2009) High-throughput cell and particle characterization using isodielectric separation. Anal Chem 81(7):2446–2455
Vaillier C, Honegger T, Kermarrec F, Gidrol X, Peyrade D (2014) Comprehensive analysis of human cells motion under an irrotational ac electric field in an electro-microfluidic chip. PLoS One 9(4):e95231
Valero A, Braschler T, Renaud P (2010) A unified approach to dielectric single cell analysis: impedance and dielectrophoretic force spectroscopy. Lab Chip 10(17):2216–2225
Velugotla S et al (2012) Dielectrophoresis based discrimination of human embryonic stem cells from differentiating derivatives. Biomicrofluidics 6(4):44113
Vykoukal DM, Gascoyne PR, Vykoukal J (2009) Dielectric characterization of complete mononuclear and polymorphonuclear blood cell subpopulations for label-free discrimination. Integr Biol 1(7):477–484
Wang XB, Huang Y, Gascoyne PR, Becker FF, Holzel R, Pethig R (1994) Changes in Friend murine erythroleukaemia cell membranes during induced differentiation determined by electrorotation. Biochim Biophys Acta 1193(2):330–344
Wang J, Sukhorukov VL, Djuzenova CS, Zimmermann U, Müller T, Fuhr G (1997) Electrorotational spectra of protoplasts generated from the giant marine alga Valonia utricularis. Protoplasma 196(3–4):123–134
Wang X, Becker FF, Gascoyne PR (2002) Membrane dielectric changes indicate induced apoptosis in HL-60 cells more sensitively than surface phosphatidylserine expression or DNA fragmentation. Biochim Biophys Acta 1564(2):412–420
Wang X, Becker FF, Gascoyne PR (2010) The fractal dimension of cell membrane correlates with its capacitance: a new fractal single-shell model. Chaos 20(4):043133
Wang K et al (2017) Membrane capacitance of thousands of single white blood cells. J R Soc Interface 14(137). https://doi.org/10.1098/rsif.2017.0717
Watkins NN et al (2013) Microfluidic CD4+ and CD8+ T lymphocyte counters for point-of-care HIV diagnostics using whole blood. Sci Transl Med 5(214):214ra170
White WE, Hooper SL (2013) Contamination of current-clamp measurement of neuron capacitance by voltage-dependent phenomena. J Neurophysiol 110(1):257
Xu Y, Xie X, Duan Y, Wang L, Cheng Z, Cheng J (2016) A review of impedance measurements of whole cells. Biosens Bioelectron 77:824–836
Yang J, Huang Y, Wang X, Wang XB, Becker FF, Gascoyne PRC (1999) Dielectric properties of human leukocyte subpopulations determined by electrorotation as a cell separation criterion. Biophys J 76(6):3307–3314
Zhang H, Qu A, Luo J, Luo J (2010) Error analysis of Cm measurement under the whole-cell patch-clamp recording. J Neurosci Methods 185(2):307–314
Zhao Y et al (2013a) A microfluidic system enabling continuous characterization of specific membrane capacitance and cytoplasm conductivity of single cells in suspension. Biosens Bioelectron 43C:304–307
Zhao Y et al (2013b) A microfluidic system for cell type classification based on cellular size-independent electrical properties. Lab Chip 13(12):2272–2277
Zhao Y et al (2014) Tumor cell characterization and classification based on cellular specific membrane capacitance and cytoplasm conductivity. Biosens Bioelectron 57:245–253
Zhao Y et al (2016) Electrical property characterization of neural stem cells in differentiation. PLoS One 11(6):e0158044
Zhao Y et al (2018) Development of microfluidic impedance cytometry enabling the quantification of specific membrane capacitance and cytoplasm conductivity from 100,000 single cells. Biosens Bioelectron 111:138–143
Zhou XF, Burt JPH, Pethig R (1998) Automatic cell electrorotation measurements: studies of the biological effects of low-frequency magnetic fields and of heat shock. Phys Med Biol 43(5):1075–1090
Zhou T, Ming Y, Perry SF, Tatic-Lucic S (2016) Estimation of the physical properties of neurons and glial cells using dielectrophoresis crossover frequency. J Biol Phys 42(4):571–586
Ziervogel H, Glaser R, Schadow D, Heymann S (1986) Electrorotation of lymphocytes–the influence of membrane events and nucleus. Biosci Rep 6(11):973–982
Zimmermann U, Vienken J, Pilwat G (1981) Rotation of cells in an alternating electric field: the occurrence of a resonance frequency. Zeitschrift Fur Naturforschung C J Biosci 36(1–2):173–177
Acknowledgment
The authors would like to acknowledge financial supports from the National Natural Science Foundation of China (Grant No. 61431019, 61671430), Chinese Academy of Sciences Key Project Targeting Cutting-Edge Scientific Problems (QYZDB-SSW-JSC011), Instrument Development Program, Youth Innovation Promotion Association and Interdisciplinary Innovation Team of Chinese Academy of Sciences, and Instrument Development Program of Beijing Municipal Science and Technology Commission (Z181100009518001).
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Liang, H., Tan, H., Chen, D., Wang, J., Chen, J., Wu, MH. (2019). Single-Cell Impedance Flow Cytometry. In: Santra, T., Tseng, FG. (eds) Handbook of Single Cell Technologies. Springer, Singapore. https://doi.org/10.1007/978-981-10-4857-9_7-1
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